Dataset statistics
| Number of variables | 35 |
|---|---|
| Number of observations | 838 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 229.3 KiB |
| Average record size in memory | 280.2 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 26 |
STDs_cervical_condylomatosis has constant value "" | Constant |
STDs_AIDS has constant value "" | Constant |
Age is highly overall correlated with No_pregnancies | High correlation |
Biopsy is highly overall correlated with Hinselmann and 1 other fields | High correlation |
Dx is highly overall correlated with Dx_CIN and 2 other fields | High correlation |
Dx_CIN is highly overall correlated with Dx | High correlation |
Dx_Cancer is highly overall correlated with Dx and 1 other fields | High correlation |
Dx_HPV is highly overall correlated with Dx and 1 other fields | High correlation |
Hinselmann is highly overall correlated with Biopsy and 1 other fields | High correlation |
Hormonal_Contraceptives is highly overall correlated with Hormonal_Contraceptives_years | High correlation |
Hormonal_Contraceptives_years is highly overall correlated with Hormonal_Contraceptives | High correlation |
IUD is highly overall correlated with IUD_years | High correlation |
IUD_years is highly overall correlated with IUD | High correlation |
No_pregnancies is highly overall correlated with Age | High correlation |
STDs is highly overall correlated with STDs_No_of_diagnosis and 3 other fields | High correlation |
STDs_HIV is highly overall correlated with STDs_No_of_diagnosis and 1 other fields | High correlation |
STDs_No_of_diagnosis is highly overall correlated with STDs and 4 other fields | High correlation |
STDs_condylomatosis is highly overall correlated with STDs and 3 other fields | High correlation |
STDs_number is highly overall correlated with STDs and 6 other fields | High correlation |
STDs_syphilis is highly overall correlated with STDs_number | High correlation |
STDs_vaginal_condylomatosis is highly overall correlated with STDs_number | High correlation |
STDs_vulvo_perineal_condylomatosis is highly overall correlated with STDs and 3 other fields | High correlation |
Schiller is highly overall correlated with Biopsy and 1 other fields | High correlation |
Smokes is highly overall correlated with Smokes_packs_yr and 1 other fields | High correlation |
Smokes_packs_yr is highly overall correlated with Smokes and 1 other fields | High correlation |
Smokes_yrs is highly overall correlated with Smokes and 1 other fields | High correlation |
IUD is highly imbalanced (54.2%) | Imbalance |
STDs is highly imbalanced (56.1%) | Imbalance |
STDs_number is highly imbalanced (75.6%) | Imbalance |
STDs_condylomatosis is highly imbalanced (71.3%) | Imbalance |
STDs_vaginal_condylomatosis is highly imbalanced (95.6%) | Imbalance |
STDs_vulvo_perineal_condylomatosis is highly imbalanced (71.8%) | Imbalance |
STDs_syphilis is highly imbalanced (85.7%) | Imbalance |
STDs_pelvic_inflammatory_disease is highly imbalanced (98.7%) | Imbalance |
STDs_genital_herpes is highly imbalanced (98.7%) | Imbalance |
STDs_molluscum_contagiosum is highly imbalanced (98.7%) | Imbalance |
STDs_HIV is highly imbalanced (85.7%) | Imbalance |
STDs_Hepatitis_B is highly imbalanced (98.7%) | Imbalance |
STDs_HPV is highly imbalanced (97.6%) | Imbalance |
STDs_No_of_diagnosis is highly imbalanced (78.8%) | Imbalance |
Dx_Cancer is highly imbalanced (85.7%) | Imbalance |
Dx_CIN is highly imbalanced (91.4%) | Imbalance |
Dx_HPV is highly imbalanced (85.7%) | Imbalance |
Dx is highly imbalanced (81.9%) | Imbalance |
Hinselmann is highly imbalanced (75.5%) | Imbalance |
Schiller is highly imbalanced (57.7%) | Imbalance |
Citology is highly imbalanced (70.8%) | Imbalance |
Biopsy is highly imbalanced (65.5%) | Imbalance |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
No_pregnancies has 15 (1.8%) zeros | Zeros |
Smokes_yrs has 716 (85.4%) zeros | Zeros |
Smokes_packs_yr has 716 (85.4%) zeros | Zeros |
Hormonal_Contraceptives_years has 262 (31.3%) zeros | Zeros |
IUD_years has 757 (90.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-07 08:08:54.071750 |
|---|---|
| Analysis finished | 2024-04-07 08:09:12.675965 |
| Duration | 18.6 seconds |
| Software version | ydata-profiling vv4.6.5 |
| Download configuration | config.json |
Unnamed: 0
Real number (ℝ)
UNIFORM UNIQUE
| Distinct | 838 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 427.84964 |
| Minimum | 0 |
|---|---|
| Maximum | 857 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 42.85 |
| Q1 | 215.25 |
| median | 427.5 |
| Q3 | 639.75 |
| 95-th percentile | 812.15 |
| Maximum | 857 |
| Range | 857 |
| Interquartile range (IQR) | 424.5 |
Descriptive statistics
| Standard deviation | 246.56236 |
|---|---|
| Coefficient of variation (CV) | 0.57628273 |
| Kurtosis | -1.1905268 |
| Mean | 427.84964 |
| Median Absolute Deviation (MAD) | 212.5 |
| Skewness | -0.00022970674 |
| Sum | 358538 |
| Variance | 60792.998 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 534 | 1 | 0.1% |
| 563 | 1 | 0.1% |
| 565 | 1 | 0.1% |
| 566 | 1 | 0.1% |
| 567 | 1 | 0.1% |
| 568 | 1 | 0.1% |
| 569 | 1 | 0.1% |
| 570 | 1 | 0.1% |
| 571 | 1 | 0.1% |
| Other values (828) | 828 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 857 | 1 | |
| 856 | 1 | |
| 855 | 1 | |
| 854 | 1 | |
| 853 | 1 | |
| 852 | 1 | |
| 851 | 1 | |
| 850 | 1 | |
| 849 | 1 | |
| 848 | 1 |
Age
Real number (ℝ)
HIGH CORRELATION
| Distinct | 44 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.812649 |
| Minimum | 13 |
|---|---|
| Maximum | 84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 20 |
| median | 25 |
| Q3 | 32 |
| 95-th percentile | 41 |
| Maximum | 84 |
| Range | 71 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.5292095 |
|---|---|
| Coefficient of variation (CV) | 0.31810395 |
| Kurtosis | 4.8354724 |
| Mean | 26.812649 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.4139951 |
| Sum | 22469 |
| Variance | 72.747414 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 23 | 54 | 6.4% |
| 18 | 48 | 5.7% |
| 21 | 45 | 5.4% |
| 20 | 45 | 5.4% |
| 19 | 44 | 5.3% |
| 24 | 38 | 4.5% |
| 26 | 37 | 4.4% |
| 28 | 37 | 4.4% |
| 25 | 36 | 4.3% |
| 17 | 35 | 4.2% |
| Other values (34) | 419 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.1% |
| 14 | 5 | 0.6% |
| 15 | 21 | |
| 16 | 21 | |
| 17 | 35 | |
| 18 | 48 | |
| 19 | 44 | |
| 20 | 45 | |
| 21 | 45 | |
| 22 | 29 |
| Value | Count | Frequency (%) |
| 84 | 1 | |
| 79 | 1 | |
| 70 | 2 | |
| 59 | 1 | |
| 52 | 2 | |
| 51 | 1 | |
| 50 | 1 | |
| 49 | 2 | |
| 48 | 2 | |
| 47 | 1 |
No_of_sex_partner
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5077566 |
| Minimum | 1 |
|---|---|
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.588188 |
|---|---|
| Coefficient of variation (CV) | 0.63331028 |
| Kurtosis | 79.540646 |
| Mean | 2.5077566 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.6513044 |
| Sum | 2101.5 |
| Variance | 2.5223412 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 2 | 280 | |
| 3 | 209 | |
| 1 | 203 | |
| 4 | 79 | 9.4% |
| 5 | 44 | 5.3% |
| 6 | 9 | 1.1% |
| 7 | 7 | 0.8% |
| 8 | 4 | 0.5% |
| 10 | 1 | 0.1% |
| 2.5 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 203 | |
| 2 | 280 | |
| 2.5 | 1 | 0.1% |
| 3 | 209 | |
| 4 | 79 | 9.4% |
| 5 | 44 | 5.3% |
| 6 | 9 | 1.1% |
| 7 | 7 | 0.8% |
| 8 | 4 | 0.5% |
| 10 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 28 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 8 | 4 | 0.5% |
| 7 | 7 | 0.8% |
| 6 | 9 | 1.1% |
| 5 | 44 | 5.3% |
| 4 | 79 | 9.4% |
| 3 | 209 | |
| 2.5 | 1 | 0.1% |
| 2 | 280 |
First_sexual_intercourse
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.99642 |
| Minimum | 10 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 15 |
| median | 17 |
| Q3 | 18 |
| 95-th percentile | 22 |
| Maximum | 32 |
| Range | 22 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.8129648 |
|---|---|
| Coefficient of variation (CV) | 0.16550337 |
| Kurtosis | 4.2813604 |
| Mean | 16.99642 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.5680882 |
| Sum | 14243 |
| Variance | 7.9127709 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 15 | 162 | |
| 17 | 150 | |
| 18 | 134 | |
| 16 | 116 | |
| 14 | 79 | |
| 19 | 59 | 7.0% |
| 20 | 37 | 4.4% |
| 13 | 24 | 2.9% |
| 21 | 20 | 2.4% |
| 23 | 9 | 1.1% |
| Other values (11) | 48 | 5.7% |
| Value | Count | Frequency (%) |
| 10 | 2 | 0.2% |
| 11 | 2 | 0.2% |
| 12 | 6 | 0.7% |
| 13 | 24 | 2.9% |
| 14 | 79 | |
| 15 | 162 | |
| 16 | 116 | |
| 17 | 150 | |
| 18 | 134 | |
| 19 | 59 | 7.0% |
| Value | Count | Frequency (%) |
| 32 | 1 | 0.1% |
| 29 | 5 | 0.6% |
| 28 | 3 | 0.4% |
| 27 | 6 | 0.7% |
| 26 | 7 | 0.8% |
| 25 | 2 | 0.2% |
| 24 | 6 | 0.7% |
| 23 | 9 | |
| 22 | 8 | 1.0% |
| 21 | 20 |
No_pregnancies
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2708831 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 15 |
| Zeros (%) | 1.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4515305 |
|---|---|
| Coefficient of variation (CV) | 0.63919211 |
| Kurtosis | 3.2304941 |
| Mean | 2.2708831 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.4454554 |
| Sum | 1903 |
| Variance | 2.1069409 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 289 | |
| 2 | 247 | |
| 3 | 144 | |
| 4 | 77 | 9.2% |
| 5 | 37 | 4.4% |
| 6 | 18 | 2.1% |
| 0 | 15 | 1.8% |
| 7 | 6 | 0.7% |
| 8 | 3 | 0.4% |
| 11 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 15 | 1.8% |
| 1 | 289 | |
| 2 | 247 | |
| 3 | 144 | |
| 4 | 77 | 9.2% |
| 5 | 37 | 4.4% |
| 6 | 18 | 2.1% |
| 7 | 6 | 0.7% |
| 8 | 3 | 0.4% |
| 10 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 8 | 3 | 0.4% |
| 7 | 6 | 0.7% |
| 6 | 18 | 2.1% |
| 5 | 37 | 4.4% |
| 4 | 77 | 9.2% |
| 3 | 144 | |
| 2 | 247 | |
| 1 | 289 |
Smokes
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 716 | |
| 1.0 | 122 | 14.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 716 | |
| 1.0 | 122 | 14.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1554 | |
| . | 838 | |
| 1 | 122 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1554 | |
| 1 | 122 | 7.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1554 | |
| . | 838 | |
| 1 | 122 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1554 | |
| . | 838 | |
| 1 | 122 | 4.9% |
Smokes_yrs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 30 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2167835 |
| Minimum | 0 |
|---|---|
| Maximum | 37 |
| Zeros | 716 |
| Zeros (%) | 85.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9.15 |
| Maximum | 37 |
| Range | 37 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.0908358 |
|---|---|
| Coefficient of variation (CV) | 3.3620079 |
| Kurtosis | 23.919463 |
| Mean | 1.2167835 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4828998 |
| Sum | 1019.6646 |
| Variance | 16.734938 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 0 | 716 | |
| 1.266972909 | 15 | 1.8% |
| 5 | 9 | 1.1% |
| 9 | 9 | 1.1% |
| 1 | 8 | 1.0% |
| 3 | 7 | 0.8% |
| 2 | 7 | 0.8% |
| 16 | 6 | 0.7% |
| 7 | 6 | 0.7% |
| 8 | 6 | 0.7% |
| Other values (20) | 49 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 716 | |
| 0.16 | 1 | 0.1% |
| 0.5 | 3 | 0.4% |
| 1 | 8 | 1.0% |
| 1.266972909 | 15 | 1.8% |
| 2 | 7 | 0.8% |
| 3 | 7 | 0.8% |
| 4 | 5 | 0.6% |
| 5 | 9 | 1.1% |
| 6 | 4 | 0.5% |
| Value | Count | Frequency (%) |
| 37 | 1 | 0.1% |
| 34 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 22 | 2 | |
| 21 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 19 | 3 | |
| 18 | 1 | 0.1% |
Smokes_packs_yr
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 61 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.45036592 |
| Minimum | 0 |
|---|---|
| Maximum | 37 |
| Zeros | 716 |
| Zeros (%) | 85.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2.415 |
| Maximum | 37 |
| Range | 37 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.2287538 |
|---|---|
| Coefficient of variation (CV) | 4.9487622 |
| Kurtosis | 115.39083 |
| Mean | 0.45036592 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.3496831 |
| Sum | 377.40664 |
| Variance | 4.9673435 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 716 | |
| 0.5132021277 | 18 | 2.1% |
| 1 | 6 | 0.7% |
| 3 | 5 | 0.6% |
| 0.75 | 4 | 0.5% |
| 0.05 | 4 | 0.5% |
| 1.2 | 4 | 0.5% |
| 0.2 | 4 | 0.5% |
| 2 | 4 | 0.5% |
| 0.1 | 3 | 0.4% |
| Other values (51) | 70 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 716 | |
| 0.001 | 1 | 0.1% |
| 0.003 | 1 | 0.1% |
| 0.025 | 1 | 0.1% |
| 0.04 | 2 | 0.2% |
| 0.05 | 4 | 0.5% |
| 0.1 | 3 | 0.4% |
| 0.15 | 1 | 0.1% |
| 0.16 | 2 | 0.2% |
| 0.2 | 4 | 0.5% |
| Value | Count | Frequency (%) |
| 37 | 1 | 0.1% |
| 22 | 1 | 0.1% |
| 21 | 1 | 0.1% |
| 19 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 12 | 3 | |
| 9 | 2 | |
| 8 | 2 | |
| 7.6 | 1 | 0.1% |
| 7.5 | 1 | 0.1% |
Hormonal_Contraceptives
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 576 | |
| 0.0 | 262 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 576 | |
| 0.0 | 262 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1100 | |
| . | 838 | |
| 1 | 576 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1100 | |
| 1 | 576 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1100 | |
| . | 838 | |
| 1 | 576 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1100 | |
| . | 838 | |
| 1 | 576 |
Hormonal_Contraceptives_years
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 45 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3585434 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 262 |
| Zeros (%) | 31.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.58 |
| Q3 | 3 |
| 95-th percentile | 10 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.809446 |
|---|---|
| Coefficient of variation (CV) | 1.6151689 |
| Kurtosis | 8.4338841 |
| Mean | 2.3585434 |
| Median Absolute Deviation (MAD) | 0.58 |
| Skewness | 2.5547813 |
| Sum | 1976.4594 |
| Variance | 14.511879 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 0 | 262 | |
| 1 | 98 | 11.7% |
| 0.25 | 45 | 5.4% |
| 2 | 44 | 5.3% |
| 3 | 42 | 5.0% |
| 5 | 39 | 4.7% |
| 0.5 | 35 | 4.2% |
| 0.08 | 33 | 3.9% |
| 6 | 28 | 3.3% |
| 7 | 25 | 3.0% |
| Other values (35) | 187 |
| Value | Count | Frequency (%) |
| 0 | 262 | |
| 0.08 | 33 | 3.9% |
| 0.16 | 20 | 2.4% |
| 0.17 | 1 | 0.1% |
| 0.25 | 45 | 5.4% |
| 0.33 | 10 | 1.2% |
| 0.41 | 1 | 0.1% |
| 0.42 | 10 | 1.2% |
| 0.5 | 35 | 4.2% |
| 0.58 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 30 | 1 | 0.1% |
| 22 | 1 | 0.1% |
| 20 | 6 | |
| 19 | 2 | 0.2% |
| 17 | 1 | 0.1% |
| 16 | 2 | 0.2% |
| 15 | 6 | |
| 14 | 4 | |
| 13 | 2 | 0.2% |
| 12 | 4 |
IUD
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 757 | |
| 1.0 | 81 | 9.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 757 | |
| 1.0 | 81 | 9.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1595 | |
| . | 838 | |
| 1 | 81 | 3.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1595 | |
| 1 | 81 | 4.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1595 | |
| . | 838 | |
| 1 | 81 | 3.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1595 | |
| . | 838 | |
| 1 | 81 | 3.2% |
IUD_years
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.44566826 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 757 |
| Zeros (%) | 90.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 6.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.8237375 |
|---|---|
| Coefficient of variation (CV) | 4.0921414 |
| Kurtosis | 35.275773 |
| Mean | 0.44566826 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.4248305 |
| Sum | 373.47 |
| Variance | 3.3260186 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 0 | 757 | |
| 3 | 11 | 1.3% |
| 5 | 9 | 1.1% |
| 2 | 9 | 1.1% |
| 1 | 8 | 1.0% |
| 8 | 7 | 0.8% |
| 7 | 7 | 0.8% |
| 4 | 5 | 0.6% |
| 6 | 4 | 0.5% |
| 11 | 3 | 0.4% |
| Other values (16) | 18 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 757 | |
| 0.08 | 2 | 0.2% |
| 0.16 | 1 | 0.1% |
| 0.17 | 1 | 0.1% |
| 0.25 | 1 | 0.1% |
| 0.33 | 1 | 0.1% |
| 0.41 | 1 | 0.1% |
| 0.5 | 2 | 0.2% |
| 0.58 | 1 | 0.1% |
| 0.91 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 12 | 1 | 0.1% |
| 11 | 3 | |
| 10 | 1 | 0.1% |
| 9 | 1 | 0.1% |
| 8 | 7 | |
| 7 | 7 | |
| 6 | 4 |
STDs
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 76 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 762 | |
| 1.0 | 76 | 9.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 762 | |
| 1.0 | 76 | 9.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 838 | |
| 1 | 76 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| 1 | 76 | 4.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 838 | |
| 1 | 76 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 838 | |
| 1 | 76 | 3.0% |
STDs_number
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 2.0 | 36 |
| 1.0 | 33 |
| 3.0 | 6 |
| 4.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 762 | |
| 2.0 | 36 | 4.3% |
| 1.0 | 33 | 3.9% |
| 3.0 | 6 | 0.7% |
| 4.0 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 762 | |
| 2.0 | 36 | 4.3% |
| 1.0 | 33 | 3.9% |
| 3.0 | 6 | 0.7% |
| 4.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 838 | |
| 2 | 36 | 1.4% |
| 1 | 33 | 1.3% |
| 3 | 6 | 0.2% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| 2 | 36 | 2.1% |
| 1 | 33 | 2.0% |
| 3 | 6 | 0.4% |
| 4 | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 838 | |
| 2 | 36 | 1.4% |
| 1 | 33 | 1.3% |
| 3 | 6 | 0.2% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 838 | |
| 2 | 36 | 1.4% |
| 1 | 33 | 1.3% |
| 3 | 6 | 0.2% |
| 4 | 1 | < 0.1% |
STDs_condylomatosis
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 42 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 796 | |
| 1.0 | 42 | 5.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 796 | |
| 1.0 | 42 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1634 | |
| . | 838 | |
| 1 | 42 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1634 | |
| 1 | 42 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1634 | |
| . | 838 | |
| 1 | 42 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1634 | |
| . | 838 | |
| 1 | 42 | 1.7% |
STDs_cervical_condylomatosis
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 838 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 838 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1676 | |
| . | 838 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1676 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1676 | |
| . | 838 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1676 | |
| . | 838 |
STDs_vaginal_condylomatosis
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 834 | |
| 1.0 | 4 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 834 | |
| 1.0 | 4 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1672 | |
| . | 838 | |
| 1 | 4 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1672 | |
| 1 | 4 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1672 | |
| . | 838 | |
| 1 | 4 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1672 | |
| . | 838 | |
| 1 | 4 | 0.2% |
STDs_vulvo_perineal_condylomatosis
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 41 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 797 | |
| 1.0 | 41 | 4.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 797 | |
| 1.0 | 41 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1635 | |
| . | 838 | |
| 1 | 41 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1635 | |
| 1 | 41 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1635 | |
| . | 838 | |
| 1 | 41 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1635 | |
| . | 838 | |
| 1 | 41 | 1.6% |
STDs_syphilis
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 17 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 821 | |
| 1.0 | 17 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 821 | |
| 1.0 | 17 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1659 | |
| . | 838 | |
| 1 | 17 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1659 | |
| 1 | 17 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1659 | |
| . | 838 | |
| 1 | 17 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1659 | |
| . | 838 | |
| 1 | 17 | 0.7% |
STDs_pelvic_inflammatory_disease
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 837 | |
| 1.0 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 837 | |
| 1.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| 1 | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
STDs_genital_herpes
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 837 | |
| 1.0 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 837 | |
| 1.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| 1 | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
STDs_molluscum_contagiosum
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 837 | |
| 1.0 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 837 | |
| 1.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| 1 | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
STDs_AIDS
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 838 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 838 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1676 | |
| . | 838 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1676 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1676 | |
| . | 838 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1676 | |
| . | 838 |
STDs_HIV
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 17 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 821 | |
| 1.0 | 17 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 821 | |
| 1.0 | 17 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1659 | |
| . | 838 | |
| 1 | 17 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1659 | |
| 1 | 17 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1659 | |
| . | 838 | |
| 1 | 17 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1659 | |
| . | 838 | |
| 1 | 17 | 0.7% |
STDs_Hepatitis_B
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 837 | |
| 1.0 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 837 | |
| 1.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| 1 | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1675 | |
| . | 838 | |
| 1 | 1 | < 0.1% |
STDs_HPV
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2514 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 836 | |
| 1.0 | 2 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 836 | |
| 1.0 | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1674 | |
| . | 838 | |
| 1 | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1676 | |
| Other Punctuation | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1674 | |
| 1 | 2 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2514 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1674 | |
| . | 838 | |
| 1 | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2514 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1674 | |
| . | 838 | |
| 1 | 2 | 0.1% |
STDs_No_of_diagnosis
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | 66 |
| 3 | 1 |
| 2 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 838 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 770 | |
| 1 | 66 | 7.9% |
| 3 | 1 | 0.1% |
| 2 | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 770 | |
| 1 | 66 | 7.9% |
| 3 | 1 | 0.1% |
| 2 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 770 | |
| 1 | 66 | 7.9% |
| 3 | 1 | 0.1% |
| 2 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 770 | |
| 1 | 66 | 7.9% |
| 3 | 1 | 0.1% |
| 2 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 838 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 770 | |
| 1 | 66 | 7.9% |
| 3 | 1 | 0.1% |
| 2 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 770 | |
| 1 | 66 | 7.9% |
| 3 | 1 | 0.1% |
| 2 | 1 | 0.1% |
Dx_Cancer
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | 17 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 838 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 838 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Dx_CIN
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | 9 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 838 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 1 | 9 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 1 | 9 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 1 | 9 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 1 | 9 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 838 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 1 | 9 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 1 | 9 | 1.1% |
Dx_HPV
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | 17 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 838 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 838 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 821 | |
| 1 | 17 | 2.0% |
Dx
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | 23 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 838 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 1 | 23 | 2.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 1 | 23 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 1 | 23 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 1 | 23 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 838 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 1 | 23 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 815 | |
| 1 | 23 | 2.7% |
Hinselmann
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | 34 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 838 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 34 | 4.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 34 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 34 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 34 | 4.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 838 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 34 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 804 | |
| 1 | 34 | 4.1% |
Schiller
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | 72 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 838 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 766 | |
| 1 | 72 | 8.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 766 | |
| 1 | 72 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 766 | |
| 1 | 72 | 8.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 766 | |
| 1 | 72 | 8.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 838 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 766 | |
| 1 | 72 | 8.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 766 | |
| 1 | 72 | 8.6% |
Citology
Categorical
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | 43 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 838 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 795 | |
| 1 | 43 | 5.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 795 | |
| 1 | 43 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 795 | |
| 1 | 43 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 795 | |
| 1 | 43 | 5.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 838 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 795 | |
| 1 | 43 | 5.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 795 | |
| 1 | 43 | 5.1% |
Biopsy
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.7 KiB |
| 0 | |
|---|---|
| 1 | 54 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 838 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 784 | |
| 1 | 54 | 6.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 784 | |
| 1 | 54 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 784 | |
| 1 | 54 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 838 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 784 | |
| 1 | 54 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 838 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 784 | |
| 1 | 54 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 784 | |
| 1 | 54 | 6.4% |
| Age | Biopsy | Citology | Dx | Dx_CIN | Dx_Cancer | Dx_HPV | First_sexual_intercourse | Hinselmann | Hormonal_Contraceptives | Hormonal_Contraceptives_years | IUD | IUD_years | No_of_sex_partner | No_pregnancies | STDs | STDs_HIV | STDs_HPV | STDs_Hepatitis_B | STDs_No_of_diagnosis | STDs_condylomatosis | STDs_genital_herpes | STDs_molluscum_contagiosum | STDs_number | STDs_pelvic_inflammatory_disease | STDs_syphilis | STDs_vaginal_condylomatosis | STDs_vulvo_perineal_condylomatosis | Schiller | Smokes | Smokes_packs_yr | Smokes_yrs | Unnamed: 0 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.054 | 0.000 | 0.204 | 0.334 | 0.073 | 0.063 | 0.436 | 0.000 | 0.162 | 0.262 | 0.281 | 0.282 | 0.212 | 0.541 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.047 | 0.000 | 0.000 | 0.102 | 0.025 | 0.057 | 0.064 | -0.224 |
| Biopsy | 0.054 | 1.000 | 0.301 | 0.145 | 0.084 | 0.148 | 0.148 | 0.033 | 0.524 | 0.000 | 0.006 | 0.041 | 0.062 | 0.015 | 0.047 | 0.106 | 0.112 | 0.000 | 0.000 | 0.107 | 0.077 | 0.051 | 0.000 | 0.101 | 0.000 | 0.000 | 0.000 | 0.080 | 0.726 | 0.000 | 0.034 | 0.034 | -0.011 |
| Citology | 0.000 | 0.301 | 1.000 | 0.069 | 0.000 | 0.095 | 0.095 | -0.011 | 0.154 | 0.000 | -0.013 | 0.000 | 0.016 | 0.036 | -0.042 | 0.035 | 0.052 | 0.000 | 0.000 | 0.042 | 0.047 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.049 | 0.342 | 0.000 | -0.004 | -0.004 | 0.024 |
| Dx | 0.204 | 0.145 | 0.069 | 1.000 | 0.584 | 0.623 | 0.571 | 0.062 | 0.047 | 0.000 | -0.014 | 0.100 | 0.119 | 0.034 | 0.062 | 0.000 | 0.000 | 0.057 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.056 | 0.048 | -0.069 | -0.069 | 0.074 |
| Dx_CIN | 0.334 | 0.084 | 0.000 | 0.584 | 1.000 | 0.000 | 0.000 | -0.027 | 0.000 | 0.000 | 0.004 | 0.000 | 0.042 | 0.023 | 0.065 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.043 | -0.043 | 0.036 |
| Dx_Cancer | 0.073 | 0.148 | 0.095 | 0.623 | 0.000 | 1.000 | 0.850 | 0.098 | 0.116 | 0.000 | 0.025 | 0.074 | 0.099 | 0.030 | 0.047 | 0.000 | 0.000 | 0.251 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.117 | 0.000 | -0.011 | -0.006 | 0.044 |
| Dx_HPV | 0.063 | 0.148 | 0.095 | 0.571 | 0.000 | 0.850 | 1.000 | 0.065 | 0.116 | 0.000 | 0.043 | 0.000 | 0.038 | 0.029 | 0.064 | 0.000 | 0.000 | 0.251 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.117 | 0.000 | 0.012 | 0.015 | 0.017 |
| First_sexual_intercourse | 0.436 | 0.033 | -0.011 | 0.062 | -0.027 | 0.098 | 0.065 | 1.000 | 0.000 | 0.068 | 0.061 | 0.000 | -0.009 | -0.128 | -0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.000 | 0.000 | 0.029 | 0.000 | 0.018 | 0.185 | 0.049 | 0.000 | 0.104 | -0.137 | -0.133 | -0.146 |
| Hinselmann | 0.000 | 0.524 | 0.154 | 0.047 | 0.000 | 0.116 | 0.116 | 0.000 | 1.000 | 0.000 | 0.017 | 0.029 | 0.054 | -0.028 | 0.033 | 0.037 | 0.070 | 0.000 | 0.000 | 0.160 | 0.036 | 0.000 | 0.000 | 0.163 | 0.000 | 0.000 | 0.000 | 0.038 | 0.638 | 0.000 | 0.036 | 0.039 | -0.070 |
| Hormonal_Contraceptives | 0.162 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.068 | 0.000 | 1.000 | 0.816 | 0.000 | -0.011 | 0.028 | 0.146 | 0.000 | 0.047 | 0.000 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | -0.001 | -0.000 | -0.067 |
| Hormonal_Contraceptives_years | 0.262 | 0.006 | -0.013 | -0.014 | 0.004 | 0.025 | 0.043 | 0.061 | 0.017 | 0.816 | 1.000 | 0.153 | 0.021 | 0.049 | 0.259 | 0.013 | 0.000 | 0.093 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.076 | 0.000 | 0.000 | 0.151 | 0.107 | 0.063 | 0.064 | -0.119 |
| IUD | 0.281 | 0.041 | 0.000 | 0.100 | 0.000 | 0.074 | 0.000 | 0.000 | 0.029 | 0.000 | 0.153 | 1.000 | 0.998 | 0.069 | 0.237 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.075 | 0.000 | 0.000 | 0.092 | 0.000 | 0.000 | 0.000 | 0.057 | 0.072 | 0.035 | -0.050 | -0.048 | -0.145 |
| IUD_years | 0.282 | 0.062 | 0.016 | 0.119 | 0.042 | 0.099 | 0.038 | -0.009 | 0.054 | -0.011 | 0.021 | 0.998 | 1.000 | 0.068 | 0.236 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.173 | 0.000 | -0.049 | -0.047 | -0.148 |
| No_of_sex_partner | 0.212 | 0.015 | 0.036 | 0.034 | 0.023 | 0.030 | 0.029 | -0.128 | -0.028 | 0.028 | 0.049 | 0.069 | 0.068 | 1.000 | 0.172 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.040 | 0.000 | 0.040 | 0.000 | 0.000 | 0.027 | 0.000 | 0.177 | 0.247 | 0.243 | -0.051 |
| No_pregnancies | 0.541 | 0.047 | -0.042 | 0.062 | 0.065 | 0.047 | 0.064 | -0.011 | 0.033 | 0.146 | 0.259 | 0.237 | 0.236 | 0.172 | 1.000 | 0.066 | 0.000 | 0.000 | 0.000 | 0.000 | 0.078 | 0.000 | 0.047 | 0.049 | 0.000 | 0.196 | 0.000 | 0.070 | 0.111 | 0.104 | 0.068 | 0.070 | -0.197 |
| STDs | 0.000 | 0.106 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.000 | 0.013 | 0.028 | 0.000 | 0.000 | 0.066 | 1.000 | 0.440 | 0.107 | 0.035 | 0.940 | 0.717 | 0.035 | 0.035 | 0.998 | 0.035 | 0.440 | 0.186 | 0.708 | 0.113 | 0.106 | 0.120 | 0.121 | -0.044 |
| STDs_HIV | 0.000 | 0.112 | 0.052 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.440 | 1.000 | 0.000 | 0.112 | 0.548 | 0.054 | 0.000 | 0.000 | 0.620 | 0.000 | 0.000 | 0.000 | 0.056 | 0.117 | 0.034 | 0.070 | 0.068 | -0.047 |
| STDs_HPV | 0.000 | 0.000 | 0.000 | 0.057 | 0.000 | 0.251 | 0.251 | 0.000 | 0.000 | 0.000 | 0.093 | 0.000 | 0.000 | 0.000 | 0.000 | 0.107 | 0.000 | 1.000 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.232 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.041 | 0.053 | 0.081 |
| STDs_Hepatitis_B | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.112 | 0.000 | 1.000 | 0.102 | 0.000 | 0.000 | 0.000 | 0.148 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.094 | 0.091 | -0.005 |
| STDs_No_of_diagnosis | 0.000 | 0.107 | 0.042 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.160 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.940 | 0.548 | 0.048 | 0.102 | 1.000 | 0.698 | 0.102 | 0.102 | 0.823 | 0.102 | 0.436 | 0.229 | 0.688 | 0.151 | 0.103 | 0.118 | 0.116 | -0.033 |
| STDs_condylomatosis | 0.000 | 0.077 | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.036 | 0.000 | 0.000 | 0.075 | 0.000 | 0.025 | 0.078 | 0.717 | 0.054 | 0.000 | 0.000 | 0.698 | 1.000 | 0.000 | 0.000 | 0.986 | 0.000 | 0.000 | 0.260 | 0.975 | 0.110 | 0.040 | 0.062 | 0.063 | -0.009 |
| STDs_genital_herpes | 0.000 | 0.051 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.102 | 0.000 | 1.000 | 0.000 | 0.156 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.014 | -0.014 | -0.015 |
| STDs_molluscum_contagiosum | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.047 | 0.035 | 0.000 | 0.000 | 0.000 | 0.102 | 0.000 | 0.000 | 1.000 | 0.156 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.014 | -0.014 | 0.031 |
| STDs_number | 0.000 | 0.101 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.029 | 0.163 | 0.019 | 0.000 | 0.092 | 0.000 | 0.000 | 0.049 | 0.998 | 0.620 | 0.232 | 0.148 | 0.823 | 0.986 | 0.156 | 0.156 | 1.000 | 0.156 | 0.674 | 0.612 | 0.974 | 0.149 | 0.117 | 0.120 | 0.120 | -0.041 |
| STDs_pelvic_inflammatory_disease | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.040 | 0.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.102 | 0.000 | 0.000 | 0.000 | 0.156 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.014 | -0.014 | 0.056 |
| STDs_syphilis | 0.047 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.076 | 0.000 | 0.000 | 0.000 | 0.196 | 0.440 | 0.000 | 0.000 | 0.000 | 0.436 | 0.000 | 0.000 | 0.000 | 0.674 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.064 | 0.082 | 0.079 | -0.064 |
| STDs_vaginal_condylomatosis | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.185 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.186 | 0.000 | 0.000 | 0.000 | 0.229 | 0.260 | 0.000 | 0.000 | 0.612 | 0.000 | 0.000 | 1.000 | 0.182 | 0.000 | 0.029 | 0.076 | 0.080 | 0.040 |
| STDs_vulvo_perineal_condylomatosis | 0.000 | 0.080 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.049 | 0.038 | 0.000 | 0.000 | 0.057 | 0.000 | 0.027 | 0.070 | 0.708 | 0.056 | 0.000 | 0.000 | 0.688 | 0.975 | 0.000 | 0.000 | 0.974 | 0.000 | 0.000 | 0.182 | 1.000 | 0.113 | 0.043 | 0.065 | 0.066 | -0.014 |
| Schiller | 0.102 | 0.726 | 0.342 | 0.056 | 0.000 | 0.117 | 0.117 | 0.000 | 0.638 | 0.000 | 0.151 | 0.072 | 0.173 | 0.000 | 0.111 | 0.113 | 0.117 | 0.000 | 0.000 | 0.151 | 0.110 | 0.000 | 0.000 | 0.149 | 0.000 | 0.000 | 0.000 | 0.113 | 1.000 | 0.034 | 0.058 | 0.062 | -0.022 |
| Smokes | 0.025 | 0.000 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.104 | 0.000 | 0.000 | 0.107 | 0.035 | 0.000 | 0.177 | 0.104 | 0.106 | 0.034 | 0.000 | 0.003 | 0.103 | 0.040 | 0.000 | 0.000 | 0.117 | 0.000 | 0.064 | 0.029 | 0.043 | 0.034 | 1.000 | 0.996 | 0.996 | 0.015 |
| Smokes_packs_yr | 0.057 | 0.034 | -0.004 | -0.069 | -0.043 | -0.011 | 0.012 | -0.137 | 0.036 | -0.001 | 0.063 | -0.050 | -0.049 | 0.247 | 0.068 | 0.120 | 0.070 | 0.041 | 0.094 | 0.118 | 0.062 | -0.014 | -0.014 | 0.120 | -0.014 | 0.082 | 0.076 | 0.065 | 0.058 | 0.996 | 1.000 | 0.997 | 0.008 |
| Smokes_yrs | 0.064 | 0.034 | -0.004 | -0.069 | -0.043 | -0.006 | 0.015 | -0.133 | 0.039 | -0.000 | 0.064 | -0.048 | -0.047 | 0.243 | 0.070 | 0.121 | 0.068 | 0.053 | 0.091 | 0.116 | 0.063 | -0.014 | -0.014 | 0.120 | -0.014 | 0.079 | 0.080 | 0.066 | 0.062 | 0.996 | 0.997 | 1.000 | 0.010 |
| Unnamed: 0 | -0.224 | -0.011 | 0.024 | 0.074 | 0.036 | 0.044 | 0.017 | -0.146 | -0.070 | -0.067 | -0.119 | -0.145 | -0.148 | -0.051 | -0.197 | -0.044 | -0.047 | 0.081 | -0.005 | -0.033 | -0.009 | -0.015 | 0.031 | -0.041 | 0.056 | -0.064 | 0.040 | -0.014 | -0.022 | 0.015 | 0.008 | 0.010 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Unnamed: 0 | Age | No_of_sex_partner | First_sexual_intercourse | No_pregnancies | Smokes | Smokes_yrs | Smokes_packs_yr | Hormonal_Contraceptives | Hormonal_Contraceptives_years | IUD | IUD_years | STDs | STDs_number | STDs_condylomatosis | STDs_cervical_condylomatosis | STDs_vaginal_condylomatosis | STDs_vulvo_perineal_condylomatosis | STDs_syphilis | STDs_pelvic_inflammatory_disease | STDs_genital_herpes | STDs_molluscum_contagiosum | STDs_AIDS | STDs_HIV | STDs_Hepatitis_B | STDs_HPV | STDs_No_of_diagnosis | Dx_Cancer | Dx_CIN | Dx_HPV | Dx | Hinselmann | Schiller | Citology | Biopsy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 18 | 4.0 | 15.0 | 1.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1 | 15 | 1.0 | 14.0 | 1.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 3 | 52 | 5.0 | 16.0 | 4.0 | 1.0 | 37.000000 | 37.0 | 1.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 3 | 4 | 46 | 3.0 | 21.0 | 4.0 | 0.0 | 0.000000 | 0.0 | 1.0 | 15.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 5 | 42 | 3.0 | 23.0 | 2.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 6 | 51 | 3.0 | 17.0 | 6.0 | 1.0 | 34.000000 | 3.4 | 0.0 | 0.0 | 1.0 | 7.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 |
| 6 | 7 | 26 | 1.0 | 26.0 | 3.0 | 0.0 | 0.000000 | 0.0 | 1.0 | 2.0 | 1.0 | 7.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 8 | 45 | 1.0 | 20.0 | 5.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 |
| 8 | 9 | 44 | 3.0 | 15.0 | 8.0 | 1.0 | 1.266973 | 2.8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 10 | 44 | 3.0 | 26.0 | 4.0 | 0.0 | 0.000000 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Unnamed: 0 | Age | No_of_sex_partner | First_sexual_intercourse | No_pregnancies | Smokes | Smokes_yrs | Smokes_packs_yr | Hormonal_Contraceptives | Hormonal_Contraceptives_years | IUD | IUD_years | STDs | STDs_number | STDs_condylomatosis | STDs_cervical_condylomatosis | STDs_vaginal_condylomatosis | STDs_vulvo_perineal_condylomatosis | STDs_syphilis | STDs_pelvic_inflammatory_disease | STDs_genital_herpes | STDs_molluscum_contagiosum | STDs_AIDS | STDs_HIV | STDs_Hepatitis_B | STDs_HPV | STDs_No_of_diagnosis | Dx_Cancer | Dx_CIN | Dx_HPV | Dx | Hinselmann | Schiller | Citology | Biopsy | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 828 | 848 | 31 | 3.0 | 18.0 | 1.0 | 0.0 | 0.0 | 0.00 | 1.0 | 0.50 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 829 | 849 | 32 | 3.0 | 18.0 | 1.0 | 1.0 | 11.0 | 0.16 | 1.0 | 6.00 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
| 830 | 850 | 19 | 1.0 | 14.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 831 | 851 | 23 | 2.0 | 15.0 | 2.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 832 | 852 | 43 | 3.0 | 17.0 | 3.0 | 0.0 | 0.0 | 0.00 | 1.0 | 5.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 833 | 853 | 34 | 3.0 | 18.0 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 834 | 854 | 32 | 2.0 | 19.0 | 1.0 | 0.0 | 0.0 | 0.00 | 1.0 | 8.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 835 | 855 | 25 | 2.0 | 17.0 | 0.0 | 0.0 | 0.0 | 0.00 | 1.0 | 0.08 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 836 | 856 | 33 | 2.0 | 24.0 | 2.0 | 0.0 | 0.0 | 0.00 | 1.0 | 0.08 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 837 | 857 | 29 | 2.0 | 20.0 | 1.0 | 0.0 | 0.0 | 0.00 | 1.0 | 0.50 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |